The joint (center) and univariate (top and right) distributions of the Polarity Imbalance Index in positive and negative activation areas across different solar active regions. Each dot represents an active-region event. The contours represent probability density: red indicates a positive sample and blue indicates a negative sample. The contours are darker or lighter depending on the percentage value.